Optimal PI controller based PSO optimization for PV inverter using SPWM techniques

Controllers; Distributed power generation; Electric inverters; Modulation; Two term control systems; Voltage control; Modulation indexes; Optimisations; Proportional integral controllers; PV inverter; PV system; Sinusoidal pulse width modulation techniques; Sinusoidal pulsewidth modulations (SPWM);...

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Main Authors: Abdolrasol M.G.M., Hannan M.A., Hussain S.M.S., Ustun T.S.
Other Authors: 35796848700
Format: Article
Published: Elsevier Ltd 2023
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spelling my.uniten.dspace-269342023-05-29T17:37:56Z Optimal PI controller based PSO optimization for PV inverter using SPWM techniques Abdolrasol M.G.M. Hannan M.A. Hussain S.M.S. Ustun T.S. 35796848700 7103014445 22035146400 43761679200 Controllers; Distributed power generation; Electric inverters; Modulation; Two term control systems; Voltage control; Modulation indexes; Optimisations; Proportional integral controllers; PV inverter; PV system; Sinusoidal pulse width modulation techniques; Sinusoidal pulsewidth modulations (SPWM); Three phase; Three phasis; Total harmonic distortions; Particle swarm optimization (PSO) This paper deals with the inverter controller utilizing Sinusoidal Pulse Width Modulation (SPWM) to control the three-phase off-grid system's modulation index. Particle Swarm Optimization (PSO) algorithm has been used to improve the controller performance by automatically finding its parameters in order to reduce the error in the proportional Integral (PI) controller. The system is included with photovoltaic and battery storage to supply power to a local load of 3 kW. Control was on voltage by measuring load voltage to be feedback to the controller to evaluate the best modulation index value needed for SPWM pulse. Therefore, the inverter is based on load change to adjust the system to be stable at any time because of the proportional and integral controller (PI). The PI Controller provides better results than a system without a controller, especially when applying faults in phase. This shows how the robustness of the controller is. This model is explained in detail. All simulation results show that the modulation index controller acts so that total harmonic distortion (THD) is less after using the optimal PI controller parameters. � 2021 The Author(s) Final 2023-05-29T09:37:56Z 2023-05-29T09:37:56Z 2022 Article 10.1016/j.egyr.2021.11.180 2-s2.0-85120069000 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85120069000&doi=10.1016%2fj.egyr.2021.11.180&partnerID=40&md5=fe5701303e9bbd831e2be88d76ec8803 https://irepository.uniten.edu.my/handle/123456789/26934 8 1003 1011 All Open Access, Gold Elsevier Ltd Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Controllers; Distributed power generation; Electric inverters; Modulation; Two term control systems; Voltage control; Modulation indexes; Optimisations; Proportional integral controllers; PV inverter; PV system; Sinusoidal pulse width modulation techniques; Sinusoidal pulsewidth modulations (SPWM); Three phase; Three phasis; Total harmonic distortions; Particle swarm optimization (PSO)
author2 35796848700
author_facet 35796848700
Abdolrasol M.G.M.
Hannan M.A.
Hussain S.M.S.
Ustun T.S.
format Article
author Abdolrasol M.G.M.
Hannan M.A.
Hussain S.M.S.
Ustun T.S.
spellingShingle Abdolrasol M.G.M.
Hannan M.A.
Hussain S.M.S.
Ustun T.S.
Optimal PI controller based PSO optimization for PV inverter using SPWM techniques
author_sort Abdolrasol M.G.M.
title Optimal PI controller based PSO optimization for PV inverter using SPWM techniques
title_short Optimal PI controller based PSO optimization for PV inverter using SPWM techniques
title_full Optimal PI controller based PSO optimization for PV inverter using SPWM techniques
title_fullStr Optimal PI controller based PSO optimization for PV inverter using SPWM techniques
title_full_unstemmed Optimal PI controller based PSO optimization for PV inverter using SPWM techniques
title_sort optimal pi controller based pso optimization for pv inverter using spwm techniques
publisher Elsevier Ltd
publishDate 2023
_version_ 1806424106121297920
score 13.19449